NEWS!!! Special Issue “KNOWLEDGE MANAGEMENT FOR LAW”
Call for Papers >>>
Computer Law & Security Review – Elsevier Journal (IF 2.7)
KM4LAW – The Knowledge Management for Law workshop
23rd International Conference on Knowledge Engineering and Knowledge Management
26-29 September 2022 – Bozen-Bolzano, Italy
Artificial Intelligence (AI), Knowledge Modeling (KM) and Information Extraction (IE) methods are increasingly important for many sub-domains of legal informatics, including ontologies, argumentation, natural language processing, and network analysis, eventually paired with a multilingual approach. The Knowledge Management for Law (KM4LAW) workshop intends to be a forum to focus on legal informatics from different perspectives.
The advanced developments in AI over recent years have meant that seemingly insurmountable problems in AI & Law are beginning to be addressed. Accordingly, it is necessary to identify the limits of automated systems and how such systems can handle the remaining unsolved intentional and unintentional ambiguities and conflicts that require legal interpretation. Therefore, research works on the limits and unexplored opportunities offered by AI for the representation of knowledge in the legal domain constitute worthwhile contributions for this workshop.
Typical goals may include: classification of legal sources, legal design and legal ontologies, similarity among legal decisions and clustering, prediction and support during judicial decision making, legal interpretation support, identification of evolution of legal concepts and definitions over time, information extraction and classification, detection of linguistic phenomena and patterns in legal sources, multilingual alignments of concepts on domestic and international legal sources, identification of legal references and network analysis, analogical reasoning, and compliance checking.
The academic interest in legal informatics has been increasing over the last decades. The application of innovative technologies for processing legal documents and AI methods applied to legal issues can support the work of public administrations and private companies in the legal field. Informatics facilitates access to and understandability of legal knowledge, including judgments, recommendations, legislation, citizens’ constitutional rights, and soft law. Legal ontologies, for instance, highlight the nature of links between legal norms; the application of specific algorithms supports semi-automatic interpretation of legal provisions and prediction of judicial decisions. Digital justice and digital law improve the daily work of public administrations, judges and law firms by speeding up the resolution of legal issues, including support for legal compliance and access to complex and extensive legal knowledge. Likewise, the digitalization of law has a socio-political impact by making legal knowledge accessible to a broader audience of citizens, increasing the opportunity to express themselves, and raising awareness of prominent legal issues.
This workshop focuses on the wide-ranging topic of AI, KM and IE methods in the legal informatics and legal-linguistics fields. AI & Law involves a variety of sub-domains, including ontologies, argumentation, legal design, legal prediction, network analysis, and neural networks. The challenging task of automatically extracting knowledge in textual documents has traditionally been addressed by NLP techniques. Given the complexity and vagueness of legal sources, extracted knowledge can be formalised into ontological models for many purposes, including access to rights and understandability of requirements in administrative procedures.
This workshop is intended to be a forum bringing together all these sub-disciplines. EKAW is the perfect venue for this forum because all these subjects are involved in this conference.